Discovery of novel MLK4 inhibitors against colorectal cancer through computational approaches

Colorectal cancer (CRC) is a significant health issue globally, affecting approximately 10 % of the world's population. The prevalence of CRC highlights the need for effective treatments and prevention strategies. The current therapeutic option, such as chemotherapy, has significant side effect...

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Veröffentlicht in:Computers in biology and medicine 2024-11, Vol.182, p.109136, Article 109136
Hauptverfasser: Akash, Shopnil, Shanto, S.K. Hasibul Islam, Islam, Md. Rezaul, Bayil, Imren, Afolabi, Samson Olusegun, Guendouzi, Abdelkrim, Abdellattif, Magda H., Zaki, Magdi E.A.
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Sprache:eng
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Zusammenfassung:Colorectal cancer (CRC) is a significant health issue globally, affecting approximately 10 % of the world's population. The prevalence of CRC highlights the need for effective treatments and prevention strategies. The current therapeutic option, such as chemotherapy, has significant side effects. Thus, this study investigated the anticancer properties of Sanguinarine derivatives, an alkaloid found in traditional herbs via chemoinformatic approaches. Six Sanguinarine derivatives were discovered through virtual screening and molecular docking to determine their binding affinities against the mixed lineage kinase (MLK4) protein which is responsible for CRC. All the compounds were found to be more effective than standard drug used for colorectal cancer treatment, with Sanguinarine derivative 11 showing the highest affinity. The stability of the drug was confirmed through molecular dynamics simulations at 500 ns. This suggests that compound 11 has a higher chance of replacing 5-Fluorouracil, which is currently a widely used chemotherapy drug. Before molecular dynamics simulations, the pharmacokinetic and chemical properties of Sanguinarine derivatives were determined using pkCSM server and DFT method, respectively. The results support that compound 11 is a good drug candidate, as evidenced by Lipinski's Rule of Five. Therefore, compound 11 is recommended for further analysis via in vivo and in vitro studies to confirm its efficacy and safety. Graphical illustration of the studies. [Display omitted] •This study conducted to analyses the anticancer properties of Sanguinarine derivatives through computational approaches.•Six Sanguinarine derivatives were identified as having the most promising binding affinities among all the derivatives.•These derivatives demonstrated higher binding energies than the standard 5-Fluorouracil and their stability confirmed through molecular dynamics simulations at 500 ns.•All of these compounds appear to have lower toxicity.•None of the compounds violate Lipinski's Rule of Five.
ISSN:0010-4825
1879-0534
1879-0534
DOI:10.1016/j.compbiomed.2024.109136